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kangalice's Projects

aaai_melding_code icon aaai_melding_code

Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"

adv_fin_ml_exercises icon adv_fin_ml_exercises

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

agcrn icon agcrn

Adaptive Graph Convolutional Recurrent Network

alphatrading icon alphatrading

An workflow in factor-based equity trading, including factor analysis and factor modeling. For well-established factor models, I implement APT model, BARRA's risk model and dynamic multi-factor model in this project.

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

arctic icon arctic

High performance datastore for time series and tick data

awesome-cpp icon awesome-cpp

A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

awesome-cpp-cn icon awesome-cpp-cn

C++ 资源大全中文版，标准库、Web应用框架、人工智能、数据库、图片处理、机器学习、日志、代码分析等。由「开源前哨」和「CPP开发者」微信公号团队维护更新。

awesome-deep-phenomena icon awesome-deep-phenomena

A curated list of papers of interesting empirical study and insight on deep learning. Continually updating...

books icon books

一些常见的书籍pdf或者视频

c-plus-plus icon c-plus-plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

cfgpt icon cfgpt

Chinese Financial Assistant with Large Language Model

cpp_primer_practice icon cpp_primer_practice

搞定C++:punch:。C++ Primer 中文版第5版学习仓库，包括笔记和课后练习答案。

customloss icon customloss

Custom Loss functions for asset return prediction with deep learning regression

d-ratio icon d-ratio

D ratio is a performance metric to analyse the efficiency of algorithms that predict asset return or asset prices

da-rnn icon da-rnn

Dual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction

deepgbm icon deepgbm

SIGKDD'2019: DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks

deeprl-tutorials icon deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

difftopk icon difftopk

Differentiable Top-k Classification Learning

dqd icon dqd

A python implementation of differentiable quality diversity.

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